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Head-to-head · Deployment Automation Software

Google Cloud Deploy vs Octopus Deploy

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Google Cloud Deploy #3 in Deployment Automation Software 9.1/10 Free plan Free plan✓ 3 of 4 features Visit Google Cloud
Octopus Deploy #5 in Deployment Automation Software 8.8/10 Free plan · 30-day trial Free planFree trial✓ 4 of 4 features Visit Octopus Deploy

Google Cloud Deploy leads on 0 checks, Octopus Deploy on 1, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreGoogle Cloud Deploy · 9.1/10
  • Free planboth
  • Free trialonly Octopus Deploy
  • Most featuresOctopus Deploy · 4 of 4

Google Cloud Deploy scores higher on our rubric for deployment automation software: 9.1 against 8.8 out of 10; our editors rank them #3 and #5.

Octopus Deploy offers self-hosted option; Google Cloud Deploy doesn't.

Google Cloud Deploy is the better fit for google Cloud deployment teams. Octopus Deploy is the better fit for teams needing modeled release workflows.

  • Google Cloud Deploy fits best

    Google Cloud deployment teams

  • Octopus Deploy fits best

    Teams needing modeled release workflows

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Side by side

Feature Google Cloud Deploy 9.1/10 Visit ↗ Octopus Deploy 8.8/10 Visit ↗
At a glance
Editor score 9.1 8.8
Ranking #3 in Deployment Automation Software #5 in Deployment Automation Software
Best for Google Cloud deployment teams Teams needing modeled release workflows
Pricing model Free plan + paid Free plan + paid
Starting price — $2,080/yr
Free plan ✓ ✓
Free trial — 30 days
Deployment Cloud Cloud, Self-hosted, Browser extension
Platforms Web Web, Windows, Linux
Support Docs Email, Community, Docs · 24/7
Integrations 10 integrations 12 integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Google Cloud Deploy 3/4 · Octopus Deploy 4/4
Deployment rollback ✓ ✓
Approval gates ✓ ✓
Self-hosted option — ✓ (best)
Deployment audit log ✓ ✓
Specs
Deployment targets Google Kubernetes Engine, GKE attached clusters, Cloud Run, custom targets Kubernetes, Windows, Linux, Azure, AWS, GCP, cloud regions, containers, virtual machines, serverless functions, SSH, offline package drops
Rollout strategies Not checked yet Not checked yet
Concurrent deployments Not checked yet 5 deployments
Our review
Pros
  • Promotes, verifies, and rolls back releases across environments
  • Supports standard and canary deployments with approval gates
  • Integrates with GKE, Cloud Run, Cloud Build, IAM, and audit tools
  • Models releases, environments, promotions, approvals, and rollback workflows
  • Deploys to Kubernetes, cloud services, servers, serverless, and SSH endpoints
  • Offers cloud-hosted and self-managed editions with audit history and runbooks
Cons
  • Pricing applies to additional active multiple-target pipelines
  • Underlying Google Cloud service charges also apply
  • Not self-hosted and focused on Google Cloud deployment targets
  • The Free plan is limited to 10 projects, 10 machines, and 10 users
  • Annual billing is the only billing option
  • Cloud Professional starts at $4,330 USD per year
Our verdict

Google Cloud Deploy is a managed continuous delivery service for teams progressing application releases through defined environments and deployment targets. It supports Google Kubernetes Engine, GKE attached clusters, Cloud Run, and custom…

Read the review →

Octopus Deploy is a continuous delivery and deployment automation platform for development and operations teams. It models deployment processes, releases, environments, variables, and targets through a web portal and REST API. Teams can…

Read the review →
  1. Google Cloud DeployDeployment Automation Software 9.1Free plan
  2. Octopus DeployDeployment Automation Software 8.8Free plan · 30-day trial

Strengths and trade-offs

  • Google Cloud Deploy — where it wins

    • Promotes, verifies, and rolls back releases across environments
    • Supports standard and canary deployments with approval gates
    • Integrates with GKE, Cloud Run, Cloud Build, IAM, and audit tools

    Where it doesn't

    • Pricing applies to additional active multiple-target pipelines
    • Underlying Google Cloud service charges also apply
    • Not self-hosted and focused on Google Cloud deployment targets

  • Octopus Deploy — where it wins

    • Models releases, environments, promotions, approvals, and rollback workflows
    • Deploys to Kubernetes, cloud services, servers, serverless, and SSH endpoints
    • Offers cloud-hosted and self-managed editions with audit history and runbooks

    Where it doesn't

    • The Free plan is limited to 10 projects, 10 machines, and 10 users
    • Annual billing is the only billing option
    • Cloud Professional starts at $4,330 USD per year

More comparisons

All deployment automation software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update